#include "nnom.h"

/* Weights, bias and Q format */
#define TENSOR_CONV2D_KERNEL_0 {43, 49, 37, 63, 24, 74, -39, -26, 7, 86, 41, 20, 56, -10, -64, -4, 7, -78, 38, 74, 28, -16, 51, -1, -82, -87, -14, -26, -25, 61, -69, -19, 68, -55, -19, 66, 10, -34, -86, 58, 41, -36, 65, -22, 80, 7, 56, 16, -31, -31, 39, -43, -11, -76, -26, -5, 66, -14, -9, 43, 4, -32, 76, 2, -72, -70, 32, 45, 32, 44, -17, 31, 76, -2, 32, 64, 85, -60, 5, 21, -96, -24, -81, -61, 45, 69, -3, 14, 55, 69, 82, -44, -71, 83, -16, -66, 49, 55, 31, -30, 17, 46, -3, 16, 7, 19, 80, 72}

#define TENSOR_CONV2D_KERNEL_0_DEC_BITS {8}

#define TENSOR_CONV2D_BIAS_0 {-20, 13, 92, 22, -3, 83, -81, -4, -13, -3, -10, -16}

#define TENSOR_CONV2D_BIAS_0_DEC_BITS {11}

#define CONV2D_BIAS_LSHIFT {4}

#define CONV2D_OUTPUT_RSHIFT {9}

#define TENSOR_CONV2D_1_KERNEL_0 {25, 1, 56, -15, -11, 1, -38, 32, -22, -19, -3, -33, 16, -34, -34, 15, 25, -9, 4, -6, -16, 38, -13, 30, 41, -14, -22, 43, -24, -31, 29, -20, 45, 13, 20, 20, 19, -28, 0, 57, 5, -22, 48, -19, -35, 38, 18, 9, 21, -7, -27, 20, 2, -88, 21, -15, 39, 33, 1, 57, 19, 47, -13, -40, -34, -29, 3, -14, 41, -28, 33, -21, -1, 23, -61, -22, 20, -66, -16, 2, -1, 45, -38, 60, 3, 0, -24, -40, -16, -31, -32, -46, 33, -1, 25, 13, 19, 58, -8, -50, -9, -2, -54, -35, 46, -63, 37, -59, 48, 48, 48, -1, -11, 7, 30, 13, 55, 13, 16, 26, 37, 51, 30, 2, 0, 12, 38, -42, 60, -28, 21, 0, 12, 25, -5, -32, -39, 2, -40, -31, -10, -61, 12, -45, 36, 21, 89, 2, -48, 24, 21, -69, 11, -70, 9, -43, -1, 51, 24, -5, -43, 39, -28, -36, 21, -74, -13, -46, -41, -48, -34, 19, -5, -54, 40, -12, -64, 1, -25, 17, -35, -6, -25, -27, -16, -3, -36, 20, -32, -10, -7, -7, -55, -17, -67, 30, -31, -27, -4, 12, -59, -31, -19, 18, 17, -12, -20, 45, 27, -56, 36, -16, -16, -4, 22, 57, -33, 31, 29, 23, 6, -6, -13, -17, -12, -33, -8, -10, -28, -52, -44, 28, -20, -29, 37, -20, 2, -4, 12, -5, -22, -17, -63, -3, 14, -35, 48, 30, 18, 5, -21, 41, -30, -31, -14, 18, -25, -36, -48, -5, -29, -27, -3, -24, -30, -60, -44, 34, -35, -55, 37, -39, -3, 16, -8, 37, 42, -6, -4, 4, -32, -47, 5, -4, 20, 26, 31, 49, -25, 28, -11, -32, -12, 23, -27, -37, 28, 7, -22, -35, -6, -57, -42, 36, -36, -10, 46, -17, -51, 26, -5, 21, 21, 0, -16, 27, -8, -14, 34, -42, -22, 21, 25, 15, -14, -1, 37, 53, -17, 9, -7, 15, 31, -48, 25, -3, -20, -9, -48, 49, -4, -52, 27, -16, -31, 30, -27, 16, 6, 45, -61, 8, 41, -57, -32, -4, 40, 16, -14, 1, -7, 18, -29, 40, -34, -28, 41, -42, -42, -32, 3, -20, -6, -42, -48, 37, -31, -54, -14, -28, -15, -1, -8, 50, -17, 26, -40, 23, -8, -5, -40, 33, 11, 11, 42, -27, -6, -53, -24, -6, -16, -28, 14, -32, -68, 7, -49, 13, -3, 5, -45, 23, -21, 6, 0, -5, -25, -33, -26, -12, -10, 48, -32, -1, 47, -16, 21, -16, 19, 23, 38, 21, -22, 20, 29, 20, -49, 61, -45, -56, 6, -38, -31, -27, -20, 12, 103, -27, -22, 49, -4, -13, -8, -39, 2, -40, -25, 31, 76, -18, 17, 10, -29, -26, -34, -42, -8, -9, -11, -47, 2, -44, 17, -60, 23, 50, 8, 47, 41, 44, -22, -43, -39, -25, 53, -10, -4, 42, -46, 49, -11, 39, -37, -56, -21, 20, 0, -27, -16, 26, 5, 15, 44, 53, 17, 46, 38, 14, -21, 67, 24, 17, 38, 35, -25, -10, 29, 3, 46, -13, 1, 15, 34, 31, 19, 27, -10, 20, 20, -2, 54, -1, -11, 36, -9, 20, -18, 25, -15, 31, -4, -8, 45, 21, 23, 56, 33, -32, 29, -29, -33, 9, 21, -14, 19, 38, -39, 54, 3, -13, 34, -45, -4, -8, 5, 24, 79, -26, -26, 54, 25, 4, -6, -14, -16, 4, -42, 9, 39, -12, 17, 43, -53, -4, -3, 23, -15, -21, -53, -19, 61, -6, 3, 45, 18, -14, -11, -21, 18, -26, -23, -20, 11, -40, -16, 37, -18, 11, -41, 32, -3, -27, -3, -8, -7, 6, 40, -33, 8, 20, 3, 51, -19, 43, 22, -37, -62, -6, 51, -26, 37, 39, -28, 17, 32, 40, -17, -35, -65, 31, 43, -29, 43, -2, -17, 52, 16, 27, 26, 12, -8, 43, -31, -26, 39, -27, -22, -16, -42, -7, -8, 21, 2, 33, 23, -61, 5, 21, 13, 9, 30, 10, 22, 0, -39, 37, 35, -25, 23, -32, 47, -36, 25, 7, -14, -57, -13, 36, -61, -28, -10, -48, -15, -32, -44, 46, 1, -9, -16, -8, 17, -22, 29, -35, -23, -10, 25, -14, 29, 37, -24, -6, 23, -82, 6, -6, 34, 28, 36, 7, 6, -57, -43, 9, -22, -15, 33, -9, -47, -14, -46, -5, 25, 12, -27, -20, -24, -32, 23, -15, 28, -23, -2, 36, -7, -15, -40, -38, 10, -20, 11, 2, -21, 23, 36, -5, 16, 56, -14, 12, 39, -33, 31, -39, 74, -43, 42, 1, 8, 8, 20, -41, 12, -22, -39, -15, 64, -64, 40, -81, -53, -37, -29, 13, -14, -1, -39, -5, -76, -29, -55, -15, 15, 42, 38, -73, 4, 5, -72, -47, 57, -40, 22, -45, -8, -4, -13, -15, -28, 10, -2, -7, 12, 14, -42, 17, -23, -41, 7, 12, -26, 7, 11, 24, -57, 45, -15, 8, -49, -33, -49, 20, 22, 3, -23, -11, -44, 37, 0, -19, 4, -46, -25, 41, 13, -46, 44, 22, -48, 8, -1, 47, 16, -17, 8, 38, -12, -8, 12, -16, 0, 55, 11, 15, -8, 15, 25, -4, 28, -31, -16, 10, 4, 43, 56, -11, 7, 16, -37, 31, -9, -31, -8, 39, 31, 46, 40, 42, 61, -10, -52, 2, 23, -13, 55, 12, 13, 48, 21, 20, 25, 41, 37, 15, -8, 77, 18, 20, 24, -18, -5, -6, 20, 34, 25, 2, -44, 14, 4, -32, 40, -37, -4, -24, 18, 22, 40, -7, -23, 47, 18, -5, 23, -50, -50, -2, -24, -7, 14, -28, -41, 15, -43, -29, -28, 5, -67, -8, -14, -8, 29, 18, 8, 8, 5, -11, -1, -43, -51, -41, -26, -10, 4, 13, 4, 13, -40, -19, -12, -19, -26, -22, -28, -24, -34, 43, -41, -84, 7, -5, -1, 38, -45, 53, 12, 38, -65, 28, 5, -52, 15, -28, 52, 8, -7, 38, 17, 70, 47, -67, -21, -7, -51, -25, 16, -10, 40, -37, -1, -25, -45, 24, -28, -73, 27, -20, 29, 26, 2, 8, 40, 45, -27, -29, -4, -67, 18, 9, 19, -23, 18, 15, -8, 48, 5, -57, -3, 11, -48, -2, 43, 9, -2, -25, 37, 9, -54, 12, 15, -65, 10, -43, 49, -17, 13, 41, 40, -13, -46, 20, -12, -3, -11, -9, 13, 1, 45, -23, -26, -4, 20, -47, 17, 36, -64, -3, 24, 9, 24, -10, -40, -53, -28, 38, -5, -21, 1, 9, -10, -9, -37, 37, -18, 6, -61, 36, 8, -25, 42, -24, 7, -17, -4, -5, -5, -15, -65, 30, 1, -1, -18, 29, -4, 8, -24, 16, 17, -19, 3, 33, 7, 11, 37, -15, 11, -12, -25, 23, 2, -19, -6, 14, 3, -51, 38, 30, 0, 22, 28, 33, 23, 46, -58, -44, -11, -2, 23, 4, -11, -28, 14, -19, 20, -21, -1, -17, -1, -27, -9, -35, -6, -30, -37, 44, 3, 29, -9, -5, -4, -11, 44, 12, 5, 15, 5, -4, -4, -11, -64, -7, -18, -31, 15, -21, 21, 12, 43, -14, 46, 24, 16, 48, 20, 5, -6, -9, 16, 36, 16, 0, -5, -15, 14, 32, -3, -6, -2, -3, 29, 29, 34, 16, 59, -6, 15, -13, 8, -2, 33, 28, -17, 50, 22, 53, -4, -54, 7, -13, -12, 31, -3, -43, -37, -55, -44, -21, 45, 40, 22, -11, -32, 4, 33, -39, -22, -11, -54, 20, 46, -13, 21, 42, -41, -15, 48, -34, -30, -1, 15, 20, -69, -53, 38, -62, -32, 3, -25, 7, -34, 22, -20, -48, -51, -45, 15, 33, 1, -26, -17, -6, -9, -19, 10, -34, 32, -36, 0, -16, -42, -24, 31, -19, -42, -16, -50, 41, -28, 25, 24, -59, 18, 36, -55, -9, 26, -36, 12, -21, -32, -1, 15, -16, 16, -15, -32, -21, -52, -42, -36, 18, 42, -49, -25, 46, -34, -60, 33, 16, -19, -20, -9, 52, -26, -2, 10, 15, -14, 34, -20, 30, -5, -30, 35, 2, -39, -27, 15, 21, 13, -15, 9, 12, -19, -23, -33, 5, 20, -38, -3, 54, -19, -31, 33, -34, 12, -18, -8, 46, -22, 47, 1, 3, -21, 15, 15, -14, -24, -21, -9, 21, -20, -34, -4, 32, -26, -15, 22, 8, 4, 31, 13, 35, 40, 40, -27, 49, -40, -17, 31, -41, 26, -8, 16, 26, -19, 2, -48, 18, 16, -7, 3, -43, -7, -42, -32, -23, -15, -11, -6, -7, 26, -4, 23, 19, 31, -30, -7, -16, 4, -18, -67, 30, -31, 1, 4, -8, -34, -7, 5, 30, 28, -7, -53, -30, 22, -3, 19, 39, 27, 48, 34, 18, 22, 9, -10, -18, 9, -42, 17, 27, 6, 24, -7, 39, 16, -7, 26, -49, 9, -35, 8, -1, 17, 1, -26, 12, 12, 12, 20, 5, 32, 53, -31, 13, -2, 5, 20, -29, 36, 3, 55, -4, -25, 55, 16, -29, 46, -7, -3, 4, 44, 46, 55, 13, -3, 3, 5, -34, -2, -44, -20, -33, -59, -37, 13, -57, 29, 39, -14, 41, -35, -22, 16, -3, -1, -41, 21, -6, -48, 73, -20, -35, -2, -41, -16, -32, 1, -27, 61, 54, -28, 62, 18, -18, -31, -55, -30, 31, 44, -11, -47, -45, 23, -52, -21, 48, 33, 59, 46, 6, -29, -50, -22, -72, 53, 11, -57, -1, -4, 15, 2, -30, -53, -43, -4, -3, 14, 43, 15, -13, -31, -29, 13, 8, 23, -2, -8, -6, -2, 39, 63, 17, 41, 43, 49, 9, -23, 22, -38, 37, 16, -6, 38, 37, 44, -10, 44, -15, -17, -44, -51, -30, 39, -14, 5, 32, -39, 4, 63, 8, 43, -16, -17, -25, 40, 18, 11, 22, 14, 8, 41, 0, 18, 26, 21, -5, 35, -2, 22, 57, -31, 32, 43, -24, 25, 15, -5, -7, 26, 28, 28, 18, -15, -4, 1, -18, 38, -2, 65, 3, 18, 35, -24, -2, -28, -14, -18, -29, 7, -8, 34, -12, 45, 28, -29, 36, -12, 33, 25, -29, 35, 19, 34, -27, 33, 55, -7, -5, 14, 9, 28, 1, -30, 12, 29, -7, -53, 32, -1, -32, -21, 7, -38, -52, -34, -24, 33, 6, -7, 6, -6, -58, -16, -10, -32, 13, 2, 21, 23, 19, -42, 19, -27, 10, 17, -27, -24, -7, 36, -49, -4, 20, -26, -35, -15, -48, -22, -50, 1, 15, -9, 31, -72, 1, -17, -68, 49, 4, -10, 20, -13, 5, -18, 48, -61, -13, 15, -60, -9, 30, 62, -13, 35, -15, -5, -55, -36, 30, -57, -32, -1, -23, -15, -1, -49, 31, 12, 18, -53, 48, -13, -56, 15, 1, -14, 19, -10, 10, -36, 47, -47, -37, -16, -51, -49, -2, 31, -20, 17, -4, 12, -30, -68, 20, -36, -4, 3, -39, -35, -22, -30, 25, -28, -16, -1, 49, -21, -35, 35, 15, 3, -22, -11, -5, 15, -5, -38, -48, 14, -17, 17, 3, 26, 2, 67, 2, -9, 20, -65, -13, 41, -79, -29, -12, 2, 14, 56, 13, 3, 38, -11, 31, 25, -46, 2, 20, -4, -40, -12, 16, 23, 33, -22, 11, 24, -26, 22, -24, 31, 4, 30, -42, -19, -2, -3, 50, 19, -23, 5, 39, -17, -30, 55, 25, -31, 12, -37, 3, 50, -27, 10, 39, -15, 3, 57, -8, -52, 21, -28, 25, -28, 42, -39, -28, -9, -21, -14, -14, 32, -34, -29, 10, -33, -6, 2, 5, -12, -6, 39, -28, 12, -10, 10, 42, 53, 12, 2, 7, -8, 19, 20, -18, 7, -40, -1, -18, 67, 8, 1, 29, 14, 16, 47, -16, 35, -3, 50, 18, 23, 18, -18, 18, -19, -33, 14, -19, 44, 18, -36, 41, 0, -4, 38, 25, -22, -26, -36, 24, -22, 24, -42, 32, 15, -90, 19, 17, -5, 10, 20, 18, -2, 29, -3, 22, -2, 14, 23, -14, 28, -40, -20, -13, -4, 7, 23, 51, 0, -56, 11, -2, -18, -38, -16, 26, 6, -22, -75, 54, 35, -79, 19, 20, 33, -28, 17, 39, -39, -3, 29, -11, -30, -51, -9, -6, -11, 15, -14, 23, -28, -33, -54, 21, -41, -29, 50, -44, -7, 39, -26, 26, 29, 15, -4, 56, 13, -64, -2, 30, 42, 11, 21, 4, -34, -27, -45, -7, -1, -16, -5, 49, -5, 44, 46, 26, -40, -15, -37, -34, 1, -46, -29, -5, -46, 17, 20, -13, -1, -53, -16, 0, 38, -4, -8, 7, -61, 53, 17, -10, 25, -5, 43, 6, -5, 29, 10, 15, -12, 46, 20, -38, -15, 6, 19, -22, 19, 36, -5, 17, 32, 49, 49, 4, 3, 24, 3, -29, 19, 4, 13, -6, 23, 46, 11, 30, 37, -22, 63, -29, -62, 68, 20, -77, 11, -46, -39, -43, -12, -23, 57, 23, -56, 40, -18, -25, -14, -31, -28, -45, 2, 32, 33, -10, 2, 20, 10, -12, 18, -28, -16, 21, -6, -35, -9, 43, -41, -37, 49, -8, -36, -39, 19, -2, 27, 19, -38, 38, -8, -73, 32, -26, 41, -10, 53, 24, 8, -16, -48, 30, 11, -48, -19, 26, -13, 7, 29, 14, -1, -13, -10, 40, -28, -19, 19, -54, -33, -42, 9, -31, -14, -6, -17, 5, 42, -49, 32, 2, -6, 7, 51, 14, -2, 15, -46, 13, 1, -11, 4, 28, -5, 3, 44, -14, -23, -23, -4, -30, -40, -25, -7, -35, -33, -22, -7, -32, 34, -29, -35, 2, -4, 24, 10, 4, -28, -48, 26, 2, 39, -34, 8, 27, -5, -7, 29, -5, -3, 32, 49, -3, 20, -13, 17, 3, 27, -59, 13, 30, -8, 57, 38, -18, -26, 23, -45, -53, -12, -40, -4, 3, 27, 28, 6, 4, -21, 14, 23, -5, -38, 1, 6, -14, -52, -16, -52, -37, 19, 18, 60, 32, 9, 39, 39, 42, -10, 22, -18, -31, 2, 1, 13, -48, 57, -27, 6, 69, -23, 48, 75, -31, -39, -5, -14, -30, 2, -4, -4, 29, 15, -12, 50, -33, 24, -18, -2, 2, -18, -3, -19, -67, -57, -10, -20, -17, 28, -22, 3, 49, 21, 13, 46, -17, 1, -36, -9, 5, 25, 17, -30, -45, -12, -19, -2, 32, -2, 12, 48, -34, -54, -3, 10, -43, -11, 25, -24, 18, -8, 37, -2, -27, -11, -16, 6, -14, -11, 4, -24, -6, -41, 1, -23, -5, -11, -39, 69, 9, -11, 16, -32, -2, -50, -3, -38, -6, 6, 6, -21, -26, 43, -17, -15, 63, 0, 48, 40, 33, 11, -2, -10, -35, 18, -6, -12, 35, 10, 49, 59, -19, -31, -49, -23, 11, 31, -22, -14, 6, 20, -23, 36, -25, -10, 22, 43, 26, -29, 56, 4, -10, 22, 25, 24, -7, -18, 27, 21, 41, 35, 33, -10, 8, -25, 31, 35, 34, 15, 27, -45, -25, 42, -18, -10, 31, -12, 47, 42, -21, -25, -9, -6, -3, 4, 1, 17, 8, -16, 8, 6, 4, 10, -54, -12, -6, -9, -34, 8, -15, -51, 28, -12, 31, -21, -47, -47, -20, 34, -22, 20, 53, -10, 32, 32, 8, 41, -23, 20, -59, 3, 22, 18, 28, -18, 43, 37, 1, 30, -14, -4, -45, 4, 2, -9, 47, 26, 13, -22, -21, -8, 12, 2, -27, 16, 34, 28, 25, -8, 6, 33, 1, 40, 49, 92, -33, -14, 33, -29, -56, 35, 20, -24, -61, 44, -4, 33, 28, -27, -6, -18, 7, 5, -27, 5, -43, 24, -17, 18, 22, -21, 15, -4, -52, 38, 5, -18, -34}

#define TENSOR_CONV2D_1_KERNEL_0_DEC_BITS {8}

#define TENSOR_CONV2D_1_BIAS_0 {-4, 6, 6, 20, -27, -40, -15, 21, -35, -50, -13, -25, 31, -28, 0, -53, -22, -71, -47, -38, -57, -65, -6, -32}

#define TENSOR_CONV2D_1_BIAS_0_DEC_BITS {10}

#define CONV2D_1_BIAS_LSHIFT {4}

#define CONV2D_1_OUTPUT_RSHIFT {9}

#define TENSOR_CONV2D_2_KERNEL_0 {-16, -10, -12, 39, 12, 18, 2, 11, -9, 7, 15, -12, -20, 6, -4, 12, -1, -6, 4, -6, 22, -3, -7, 3, 2, -16, 12, -3, 11, 21, -1, 16, -27, -12, 21, 0, -27, 2, 7, -7, -6, -19, 19, 19, 28, 20, 16, 13, 22, -22, 6, 8, -8, -9, 3, -17, -13, -22, 12, -5, 18, 16, -19, -7, -3, -15, 30, 5, 17, 4, 12, -15, 11, -8, -25, 11, 15, 11, 2, -20, 26, -20, 1, -25, -37, 30, -20, -5, -24, -14, -13, 3, 18, 16, -22, 1, -1, 26, -6, -30, 27, 19, 3, 16, 9, -14, 25, 6, -4, -7, 8, 34, -5, -14, -26, 47, -13, -6, -9, -8, 16, 19, -38, -9, -21, -14, -19, -22, 33, -12, 1, -5, 6, 27, -29, 1, -12, -10, 24, 34, -23, 7, -8, 40, -44, 27, -10, -36, 27, 60, -10, -20, 18, -26, -40, 13, -52, -24, 27, 27, -27, -34, -26, 10, -28, 1, -19, -17, -5, 70, 4, -33, 45, 26, 10, 0, 32, -39, -24, 28, -19, -15, 18, -9, -23, -17, -25, 36, -13, -7, 13, 5, 15, 48, -45, 4, 47, 28, 9, -2, -15, -29, -3, 7, -7, -24, -28, 14, -15, -10, -13, -32, -18, -12, -4, 4, 11, -6, 14, -23, 29, 21, -40, 38, -27, -28, -24, -15, -12, 11, -38, -34, -25, -26, 5, -5, -44, -52, -5, -21, -14, 20, 9, -9, 37, 16, -30, -4, 0, 13, -1, 3, -23, -9, 15, -20, -20, -4, 10, -8, 8, 18, -10, 21, 7, -27, -12, -3, 13, -9, 3, -40, -14, 19, -6, 19, -43, -15, 30, -11, 10, -5, -28, 17, -6, -1, 25, -6, 22, -5, -11, 7, 41, 25, 16, 32, 33, -5, 26, 16, 6, 20, -25, -1, -14, 11, -4, 33, 1, -19, 14, 37, 6, 30, -20, -11, 9, 32, -24, 9, 7, -5, -12, -15, -48, 38, 2, 16, 5, 30, -33, 5, 3, 30, -5, 13, 18, 24, -30, -46, 8, 4, -23, 22, 1, -25, -22, -1, -42, -6, 6, -11, -30, -18, 14, -25, -25, 3, 6, 8, -25, 6, -3, -11, -2, 35, -7, -8, 18, -6, 15, 21, -16, -32, -14, 15, -25, -28, -4, 30, 17, 13, -18, -25, -11, -32, -31, -13, 3, 0, 12, -50, 19, 0, 18, 31, -38, -4, 8, 7, -5, 15, 6, 33, -26, 25, 9, -11, -5, -11, -47, -40, -18, -20, -24, 14, -11, 6, -5, 11, -16, -7, 8, -8, 9, -12, -14, -14, 5, -20, 16, -18, 9, 12, -6, 17, -2, -16, -6, -15, 27, -35, 4, -4, 19, 35, 27, 27, 15, 24, -9, 39, 0, 0, 2, 36, -3, -32, -10, 14, -2, -7, 0, -1, 18, 36, 25, -14, -1, 13, -2, 13, 20, 10, 24, 6, -6, -10, -6, 19, 10, -13, -22, -8, -14, -11, -2, -28, 43, 16, 15, 36, -34, 8, -27, 48, 26, -32, 9, 25, -4, -28, -31, 30, 1, 22, -20, -10, 1, -18, -5, -25, -9, -8, -27, 24, 4, -35, -30, -14, 15, -34, 15, 3, -6, -5, -17, -17, -12, -12, -29, 18, -5, 21, 19, 27, -7, 21, -4, -11, 6, 12, 6, -25, 14, 11, 3, -41, -12, -8, 0, -16, -15, -7, -12, 35, -3, 8, -7, -6, -23, -15, -12, -37, 28, -11, -17, 1, 1, 1, 5, -65, -29, -54, 9, -49, 16, -27, 14, -16, 22, 37, -36, -9, -43, -23, -26, 2, -21, -14, -10, -32, -21, -3, -2, -22, 2, -15, 10, 17, -3, 18, 2, 4, 8, -9, 1, 41, -35, -2, 24, 3, 28, 18, 6, -9, -16, -11, -6, -14, -16, -4, 10, -29, 38, 24, 8, -17, 8, -17, 20, -10, 14, 25, 26, 8, 4, 14, 13, -29, -17, 0, 13, -16, -10, -19, 23, 0, 4, -12, -5, 4, -17, -38, -7, 7, -19, 15, -8, 19, 10, -23, -16, -8, 34, 23, 17, -50, 9, 7, -9, -16, 16, -1, 19, 23, -28, -33, 28, -6, -24, 26, -7, -20, 4, -26, 3, -5, 25, 14, 29, -27, -2, 20, -26, -34, 8, -33, 14, 46, -19, 10, 9, 32, -18, 13, -7, -17, -11, 5, -25, -14, 15, -2, 22, 3, 16, -29, 22, 8, -11, -11, 8, -15, 17, 18, -21, -11, -26, 14, -11, 1, -1, 26, 28, -31, -15, 22, -23, 10, -2, 34, -13, -2, -5, -35, 40, 35, -23, -40, 31, 3, -49, 23, 15, 5, 36, 5, -27, -25, 55, 26, 25, -15, -1, -5, 3, -26, -8, -62, 18, 33, -25, -25, 35, -21, 9, 30, 2, -21, 0, 18, -22, 16, 7, 23, -8, -21, 31, 11, 18, 22, 4, 36, -11, -7, -31, -37, -28, 18, -3, -24, 4, 25, 0, -8, 19, 41, -13, -29, -17, -4, -15, 0, 3, 19, -18, -37, -14, -16, -8, -6, -19, -7, 18, 6, 21, -4, 1, 14, -42, 19, 8, 5, -25, -22, 12, 4, -30, 12, -5, -43, -1, -31, -19, 6, -19, -21, 33, -7, 11, 27, -47, 14, 18, 23, -21, 22, -46, 32, 3, 26, 0, -7, 30, 4, 2, 2, 30, -15, 5, -23, -8, -20, 24, -20, 20, 7, -29, -23, -8, 34, 14, -10, 12, 10, -17, 28, -1, -7, 0, 11, -24, 12, -21, 17, 7, 30, -6, -25, -26, -6, 12, -7, -23, -2, -26, -26, -21, 13, 29, 12, -37, 31, 23, 35, 10, -9, 0, 35, -21, -33, -28, 10, -7, 0, 3, -9, -16, -29, 14, -5, 10, 6, -4, 1, -11, -2, -18, -21, 4, 12, 20, -1, 10, -20, -9, 4, 27, -23, -37, 24, 15, -13, 17, -22, -9, 7, 10, 8, -16, 14, 4, -8, 23, 30, -24, 12, -22, 14, -10, 12, -1, 12, 20, -22, -14, 4, 5, 23, -3, 43, 8, -15, -21, -48, 0, 12, 7, -4, -21, -34, -44, 16, 19, 15, -27, -17, 34, 7, 19, 6, -18, -3, -21, 4, 19, -23, 4, -40, 14, -2, 28, -22, -4, -40, -13, -15, -3, -34, 0, 20, -40, 0, -16, -13, -1, 12, -12, -33, -13, -9, 23, 8, -8, -32, -27, -45, -11, 9, 4, 24, 6, 0, -19, -15, -4, -11, -21, -20, 16, 2, -6, 0, 7, -15, 14, -71, 33, 0, 3, 16, 11, -12, -5, 17, 18, 7, -31, -16, 25, 35, 5, 45, -8, 14, 28, 38, 35, 19, 28, 13, 10, 11, -33, 16, -11, 9, -11, -28, -6, 20, 40, -28, 20, 10, 10, -30, 40, -43, -20, -23, -30, -32, -8, -19, 4, 2, -24, -29, 34, -14, 1, -1, 3, -30, -12, 2, 15, -23, 30, 26, 4, -40, 18, 3, -35, 11, -15, 22, -20, -4, -13, -14, -18, 6, -16, 8, -2, 15, 11, -31, 10, 11, 10, 24, -24, -12, -23, 0, -31, 9, -2, -11, 9, 18, 8, 11, -10, 5, -45, 38, 17, 12, -6, 8, 6, -22, 8, 23, -25, -12, 9, 7, -6, -8, 5, 24, -15, -12, -19, 10, -1, 39, -2, 13, -14, -6, 9, 8, 10, -6, 18, 9, 13, 12, 8, -4, 28, 19, -28, -9, 28, 51, 26, 13, 9, -2, -18, 12, -20, -42, -3, -26, 3, 7, 38, 26, 21, -35, -10, 9, 15, 8, 11, 12, -2, -29, -45, -53, -11, 7, 27, -14, -8, 10, -6, -24, -30, -9, 0, 2, -26, 10, 10, 5, -26, 17, 16, -35, 4, -17, -20, -7, 19, 7, -19, 15, 5, -16, -27, -20, 22, 19, -17, -5, -22, 10, 21, 20, 2, 5, -20, 7, 1, 10, 9, -23, -23, 2, -1, -13, 11, 7, 21, -14, -10, 2, 16, -22, 5, -15, 20, 16, 13, 14, -20, 26, 5, 5, 36, 18, -33, 16, -12, -24, -25, -19, -21, -27, 12, -6, -15, -17, -24, -13, 1, -7, 19, -14, -24, -3, -16, -25, -4, 17, -34, -9, 7, -16, 2, -5, -5, -16, 15, -29, -51, 6, -28, 36, -42, 6, 34, -2, 2, -6, 10, -20, 17, 25, -26, -10, -1, -20, 28, 15, -13, -2, 35, -8, -32, 0, -11, 42, -36, 36, 47, -13, 23, -10, -1, 17, -24, -13, 31, -5, 0, -6, 22, -23, -3, 20, 5, -11, 14, -8, 21, -16, 26, 30, 15, -16, -22, -32, 3, -7, -11, -31, 5, -33, -6, 4, 7, -16, 0, -10, -3, -18, 1, 7, 24, 15, 19, 30, -5, -9, 34, 16, -10, 9, 4, 15, 20, -26, 22, 12, 13, -6, 9, 33, 2, 20, 2, -11, 12, -4, -23, 1, -17, 34, 11, -7, -18, 4, -5, 20, 18, -23, -8, 4, -19, -3, -37, 15, 16, -27, -18, -10, -16, 13, 1, 5, -9, -21, 2, -10, -14, 11, -11, 30, -5, -23, 46, 4, 3, 37, -7, 17, -35, -4, -4, -25, 5, 14, -14, -34, -1, 28, 31, 52, 2, 1, -10, -21, -14, 59, 24, 26, 16, -37, -6, 19, -75, -10, -26, -7, -20, -39, -33, -61, -31, -8, -8, -7, -23, -35, 19, 24, -38, -33, 15, -67, -36, 40, 22, -22, 51, 25, -28, -30, -18, 40, -28, 12, 28, -33, -16, -33, 10, -2, -33, 22, 13, -41, 29, -21, -9, 42, -29, 17, 5, 2, 12, 24, -18, 20, 55, 38, -23, -11, -27, -15, -36, 2, -26, 5, 22, -10, 35, -9, 16, 35, -51, -18, -21, 23, 27, 6, -2, 40, 9, 24, 25, -2, -39, -22, 0, -2, 26, 10, -15, -39, -6, -38, -7, -13, -28, 12, 40, 10, 6, -1, -23, 25, -23, 11, -3, 23, -14, -30, 6, -30, 7, 5, -27, -35, -40, -41, 2, -7, -12, -5, 40, -25, -27, 2, -19, 18, 2, 8, 38, -15, -7, 3, -17, 16, 35, 24, -31, -20, -28, 3, -33, -11, 12, -26, -8, -2, 21, 8, 20, 16, 1, -30, 30, -1, 3, -42, 28, 8, -18, -5, 25, -31, 13, -10, 1, -11, 0, -16, 15, -12, 8, 32, 21, -25, 8, 10, -2, 5, -22, -14, -26, -10, -20, -3, -10, -49, 21, -19, -20, 21, 5, -7, 23, -12, 7, 7, -12, 35, 4, -4, 0, 10, 32, 13, -7, 2, 9, -7, -14, -8, 40, -2, 20, -1, -2, -10, 15, 9, 17, -4, -26, 18, 2, -13, 1, 21, -4, 12, 7, 12, -19, 6, -5, 43, -38, 11, 1, -9, 0, 7, -16, -41, -21, -15, 3, -26, -13, -27, 0, 18, -5, 5, 42, -4, 13, 2, -1, 34, -28, 17, -3, -3, -5, -8, 3, -39, -16, 0, -15, -13, 10, -5, 18, 3, 20, 28, -20, -2, 27, 1, -28, 32, 5, -28, 14, -31, 17, -6, 4, -28, 4, -17, -3, -10, 0, -34, -8, 5, -17, -33, -23, 8, -3, -10, 14, 1, -5, -14, 19, 13, 1, 1, 21, 9, -11, 19, -4, 25, 32, 30, 32, 39, -9, -38, 12, 17, 10, -14, 5, -41, -20, 1, -5, 37, 23, -18, 44, -13, 43, 40, 9, 36, 46, 10, 37, 14, 13, -7, 50, 29, -27, -20, 12, -28, -1, 14, -11, -5, 4, -8, 28, -25, 33, 19, 3, 6, 22, 20, 23, -22, 4, 19, -25, -23, -31, 23, 2, 33, -22, -4, -2, 1, -9, -13, -17, 23, -34, -21, -8, -18, 20, -21, -34, -28, 3, -36, 21, 11, -70, -33, 25, -33, -6, -6, -18, 8, 34, -7, -29, -12, 31, -30, 26, -51, -7, 2, -34, 6, -17, -29, -10, 13, -26, -42, -6, -6, -17, 1, -15, -1, -2, -4, 40, 17, 32, 23, -21, -9, -1, -8, -3, -10, -4, 5, -13, 8, -21, -8, 19, 29, 44, 40, 17, 4, 6, 6, -54, 23, 6, 5, -19, -18, 17, -36, -42, 30, -11, 33, -42, 3, -37, -5, -8, 21, 40, -5, -6, 18, -49, 21, -48, 45, -27, -29, -35, 8, -17, -22, -14, 3, -15, 22, -1, 9, 29, 2, -22, 11, -6, -27, 3, 33, -9, -2, -23, 32, -3, -30, -19, -14, -25, 25, -3, -13, -23, 8, 34, 16, 25, 0, 0, 38, -1, 13, -14, -8, -19, -3, -8, -21, 37, -9, 29, -17, 3, -25, -17, -25, -28, -19, -30, 5, 25, 7, -16, 1, -12, -13, 14, -8, -19, 11, 30, -18, 11, 11, -20, 3, 11, 8, 24, 6, -31, -20, -16, -28, -13, -6, -14, -41, -26, -38, -45, -20, -12, -29, -5, -29, -33, -7, -43, -23, -3, -36, -22, -49, -27, -3, 8, 35, -41, -1, 25, -18, 33, -30, -28, 46, -8, -50, -16, -1, 25, -29, -18, -3, 15, -1, -4, -15, 16, 7, 9, 44, 22, -4, 29, -10, 18, -2, 35, 52, 2, -16, 15, 36, 50, -2, 29, 15, 59, 73, 28, -4, -6, -24, -19, 18, -12, -3, 16, -28, -18, -27, 12, 20, -1, 0, 28, -7, 11, -10, 22, -11, 15, 21, 1, 22, -30, -14, -4, 3, 3, -13, -5, -11, 19, 15, -23, 34, 27, 27, -3, -7, -7, -17, -3, 31, 15, -3, 18, 15, -6, -28, 23, 25, 21, 6, 10, 7, 15, 14, 20, 7, -12, 23, 24, 18, -11, -21, -8, 13, 36, 22, 26, 12, 15, -38, 3, -8, -12, -4, -10, -23, 7, 2, -1, 21, -40, 0, 18, 11, 23, -3, -16, 3, -15, 30, -12, -24, -31, -3, 7, -21, -3, -2, -5, -11, 4, -10, -3, -3, -39, -10, 11, 12, -11, -3, -5, -25, -26, 5, 8, 17, -31, -8, 15, -21, -12, -18, -1, -13, 5, -35, -26, 24, 2, -38, 6, 5, -27, 8, 18, -6, 22, -24, -12, -33, 16, -18, 10, 4, -29, 1, 8, -1, -31, -3, 14, -3, 24, -18, 3, -8, 29, -17, 8, -12, 1, 18, -4, -16, -26, -4, -2, -16, 11, 35, 1, 47, 17, -21, -21, -8, -15, -3, -1, -19, -4, -39, 23, -10, -13, -4, 7, 19, 16, -40, 18, -27, 3, 21, 24, 15, -36, -6, 7, -10, 5, -15, 28, 9, -11, -35, 16, -32, -14, 7, 20, -12, 31, -37, 15, -3, -23, -29, 0, -39, 15, 31, 23, -27, -4, 15, 15, -3, 25, -22, 19, -30, -2, -26, -3, 14, 9, 2, 3, -29, 39, -11, -21, -20, -16, -4, 21, 29, -33, 25, 19, 35, 0, 3, -14, 17, 32, 48, 44, -4, -8, 7, 14, -4, -5, -17, -9, 15, -5, 13, 20, -5, -6, 28, 2, -23, -12, -9, 10, -20, 10, 19, 22, -20, -14, 13, 28, 18, -45, 1, 12, 16, -22, 12, 9, -45, 21, -22, -24, -32, -18, -7, -14, -40, -10, -6, 2, -24, 33, -19, -10, -14, -30, -28, 32, -39, -31, -7, 12, 23, 27, 11, -42, 6, 20, -4, 29, -9, 31, 12, -24, -19, 43, -16, 33, 13, 6, -7, -3, 22, -32, 42, -8, 10, 5, -27, -6, -12, 40, 21, 28, -2, 22, 28, 14, 22, -24, -10, -1, 12, -9, 19, -5, 15, -45, -26, 1, -26, 14, -12, 28, -37, 11, 5, 13, -31, 13, 4, -6, -32, 10, -13, 0, -35, -1, -39, 12, -19, 31, -4, 13, 26, -6, 18, -29, 6, -44, -33, -3, 1, 2, -3, -39, 42, 0, 2, 25, 20, -30, -27, 23, 14, 30, 16, 9, -14, -17, 7, -3, -1, 9, 4, -10, -19, 3, 2, -35, 30, -33, -4, 2, 0, -9, 10, -16, 3, -27, -18, 23, -6, 13, 29, 3, 20, -14, 3, 5, 24, -3, -21, 23, -11, -32, 14, 0, -15, 23, 8, 14, 15, 1, -9, -19, -31, -13, 20, -5, 4, -19, -4, 8, 9, -18, 39, 19, -11, -22, -13, 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-44, 16, 13, -11, -13, -5, -25, -9, 28, -10, 24, -16, 10, 44, 8, 43, 31, 38, 7, 43, 45, 3, -8, -30, 5, 21, 12, 24, 61, -32, 9, -15, -7, -27, 14, -20, -21, 12, -30, -33, -9, 0, -13, 1, -11, -33, -13, -5, -8, -12, 1, 46, 44, 3, -14, 4, 4, -25, -6, -23, -2, -46, -3, -15, -28, -14, -13, -48, -22, -4, -12, 14, -7, -8, -24, -44, -4, -4, 16, 14, 26, 2, -10, 11, 24, -17, -21, 23, 12, 6, -13, 6, -15, -19, 28}

#define TENSOR_CONV2D_2_KERNEL_0_DEC_BITS {8}

#define TENSOR_CONV2D_2_BIAS_0 {-102, -7, -44, 32, 5, -12, -28, -2, 36, -17, -30, 31, -72, -69, -14, 12, 7, 6, -61, -61, 15, -29, -35, -15, -1, -64, -24, -1, -33, -4, 34, -12, -71, 1, 10, -116, -28, -20, -19, -9, -46, -73, 52, -21, 37, 20, -2, -66}

#define TENSOR_CONV2D_2_BIAS_0_DEC_BITS {11}

#define CONV2D_2_BIAS_LSHIFT {2}

#define CONV2D_2_OUTPUT_RSHIFT {9}

#define TENSOR_DENSE_KERNEL_0 {32, -23, 4, -25, -1, 5, 17, 9, 11, -17, 31, 7, -9, -9, -3, 28, 8, 3, 55, -12, -5, 4, 9, -19, 12, -4, 26, 0, -20, -12, 15, -26, 49, -16, -11, -3, -5, -14, -10, -14, -1, -9, 59, -20, 8, 14, 14, 7, 0, -5, -8, -11, 9, 4, -10, -9, -21, 8, 12, 7, 0, -1, -21, -8, 5, 5, 12, -8, 18, 22, 5, -16, 11, -1, -36, 8, -15, 14, -5, 3, -10, -6, -6, -7, 10, -1, -13, 15, -8, 4, -6, -12, -14, -7, -20, -10, 5, -8, 19, -1, -15, -15, -10, 10, -9, -4, 6, -8, 2, -10, 15, 3, 47, -13, 30, 7, -18, 9, -21, -31, 39, -3, 26, -10, 16, 21, -17, -2, -27, -10, 7, 12, 9, -1, -15, 9, 58, -6, 16, -1, 5, -26, 7, 4, 25, -2, 29, -5, -4, 12, 16, -13, 2, -24, -16, 11, 3, 12, -1, -4, 25, -5, 28, -1, 13, 17, -1, -11, 8, -20, -2, -7, -14, -15, 13, -6, -29, -3, 16, -3, 8, 16, 15, 7, -9, 15, 42, -5, -6, 18, 16, 7, 29, -12, -2, -22, 9, -20, -18, 7, -11, 0, 13, -21, 1, -7, -23, -19, -19, 13, 26, -4, -12, 9, 20, 7, 22, -1, 24, 8, -17, 10, -15, -8, 13, -11, -6, -13, 1, -13, -6, -19, 11, 7, 60, 4, 8, -24, -2, -35, 21, -15, -18, -24, -22, -17, -15, 12, 11, -14, 12, 7, -8, -16, 13, -3, -4, 0, -19, 5, 13, -8, 2, 7, -13, 0, 21, 4, 9, -8, 18, -10, -5, -2, -19, -5, 2, -21, -2, 0, 4, 13, 25, 14, 3, -5, -12, -19, -14, -8, -7, -16, 1, -24, -21, 7, 37, -12, -2, 0, 7, -28, -6, -18, 23, 9, 25, -16, 5, -15, -5, -11, -20, -19, -2, -10, -22, 15, -13, -17, 12, 20, 3, -20, -6, -24, -7, -13, 4, 3, 11, -20, -9, 9, 4, 3, -10, 10, -8, 3, 21, 16, 4, 0, -12, -16, 6, 3, -9, 28, 12, 3, 4, -4, 5, -9, 16, 22, -15, 31, -6, -22, -10, -20, -3, 2, 15, -15, 21, -21, -3, 12, -7, -3, -21, -15, -14, -14, 58, 1, 0, 10, 4, -23, -36, 12, 16, -11, 5, 38, -1, -6, -14, -9, -5, -15, 17, 29, -18, -5, -8, 1, 1, -11, 6, 8, -3, -6, 13, -2, 5, -5, 2, -18, 2, -1, 21, 9, 37, -21, 8, 5, 8, 0, 5, -11, 33, -20, -7, 11, -20, 13, 12, -3, 13, -22, 15, 14, -5, -16, 3, -13, 6, 7, -17, 17, 2, 2, 17, 9, -26, -20, 3, -8, 9, 3, -14, 13, -17, -16, 6, -16, 5, 15, -14, -11, 16, 13, -19, -1, 19, 25, 25, 7, 29, -3, -10, 3, 18, -15, 15, 4, 9, -17, 17, 4, 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-20, 3, -5, 10, 3, -5, -2, -28, 6, -2, 19, -19, 2, 19, 18, -3, 17, -22, -6, -6, -10, 6, 16, 5, 4, -5, -16, 19, 17, -7, 21, -11, 29, -23, -15, -13, 5, -4, -4, -8, 5, -6, -27, -7, -6, -19, 36, -1, 15, -10, -9, 4, -22, 26, -6, -10, 33, 0, -4, -3, -22, 10, 4, 8, 11, 11, -20, 10, -6, 4, -1, -13, 19, 2, 8, 11, 23, 13, 24, -13, 8, -25, -12, 4, 11, -25, 10, 15, -10, -20, 6, 5, 1, -14, 12, -12, 31, 20, -12, 7, 31, -4, 3, -6, 9, 3, -2, -6, -7, 2, -5, -8, 7, -20, 28, -25, -9, 26, 23, 6, -2, 9, -16, -20, -14, -3, -21, -2, -12, -17, -5, 18, 4, 21, -13, 9, -7, -7, 7, -3, 17, -5, 21, -25, 3, 5, 24, 17, 0, -7, -3, 1, 26, -1, 9, 1, 32, -18, 19, -23, -8, -13, 8, 10, 6, 12, -8, 14, 0, -6, -24, 3, -10, -7, 6, -7, 14, -27, -10, 14, 12, 6, 3, -22, 8, -2, 15, 16, 5, -17, -10, -18, 1, -29, 6, 0, -20, -11, 3, -17, -22, -1, -6, -7, -46, 2, -7, -13, -3, -14, -11, -5, -10, -6, 0, 17, 4, -9, -3, 19, -17, 10, -4, -4, 13, -1, 11, -12, 4, 5, 29, 21, -23, 9, -28, 38, -13, -11, -28, 30, -1, 0, 11, 1, -18, 0, 9, -11, -7, -11, -14, 27, 22, -19, -11, 8, 10, -18, -14, -8, 8, 0, 12, -3, -24, -5, -6, 14, -3, 7, 13, -6, -32, -28, -9, -14, -25, -8, 12, -4, 1, -1, -10, 12, 0, -7, 20, -13, 29, -25, 0, -15, 37, 19, 30, -28, 11, -12, -25, -20, 21, -31, 1, 26, -6, 8, -25, -2, 8, 9, -10, 3, 21, -10, 1, 18, 10, 16, -21, 8, 14, 13, 10, 13, -2, 18, 18, -34, -5, -27, -11, -6, 4, -4, 0, 16, -8, -2, -9, -13, 3, -10, 11, 9, -9, -5, 7, 6, -2, -5, -13, -18, -14, 22, 15, 1, 3, 13, -8, 1, -4, -15, -11, 13, 9, -1, -3, 7, 15, 8, 15, -8, 0, -15, 39, -1, 6, -4, 18, -1, 11, 0, 20, -13, 13, 13, 16, -18, -2, -3, 23, 14, -18, 11, -17, 2, -18, 15, -2, -11, -4, -1, 7, 11, -23, -3, -14, -5, -7, 7, -33, 10, -11, -3, -12, 9, 11, -9, -6, 9, 5, -4, -13, 13, -3, 17, -17, 8, -20, 9, 14, -32, -8, -2, 2, -20, 1, 20, 25, -2, -12, 4, -14, 0, 10, -16, -41, 10, 19, -3, -27, 7, -11, -12, -12, 12, 10, -7, -3, -9, 16, -4, 16, -16, -26, 0, 13, 13, -8, -1, -8, -22, 4, -20, 25, -25, -22, -18, 7, -14, 7, -10, 3, -35, 8, -21, -23, 9, -22, -25, 18, 10, -8, -1, 4, 29, 22, 7, 1, 7, 28, -12, -12, -24, 20, 8, -3, 6, 21, -17, 24, 5, 0, 20, -17, -14, -6, -3, -2, -25, -5, -19, 17, -12, -23, 13, -7, -13, 3, 21, -9, 15, -2, 11, -10, 4, 15, 22, -34, -30, -18, -22, 31, -16, 19, 15, 4, -14, -28, 18, -13, -17, 4, -26, 8, 9, 11, 15, 15, -13, 16, 5, -24, 6, 15, 8, 38, -2, 10, 4, 18, -21, -13, -3, -44, 17, 26, -19, -11, 6, -19, -3, 22, -1, 29, 2, 7, -16, 8, 14, 33, -1, -18, 2, -13, 20, 10, -7, -47, 16, 7, -9, -26, -31, 20, -22, -5, 8, 16, 2, 12, -33, -2, 24, -21, 15, 13, -1, -1, -30, 17, 17, 8, 16, 4, 7, -18, -30, 18, 29, 13, 17, -34, 11, 16, 18, -5, -3, 5, 10, 12, 12, 19, 6, -17, -23, 28, -12, -31, -17, 10, 4, 3, -10, 6, -7, 1, -25, -16, -26, -8, -11, -26, -19, -12, 8, 2, -40, -10, -49, 18, -25, -7, -17, -2, 8, 1, -13, -13, -9, 29, -11, -10, 9, -2, -2, 25, 12, -11, -24, -7, -2, 7, 5, 27, 11, 11, -19, -5, 32, 14, 2, 4, 1, 7, 0, 6, -45, 6, 11, -13, -9, -4, 10, 20, -16, -8, 7, -37, 10, 2, -5, -7, -2, -11, 20, 16, -21, 20, -17, -31, 33, -26, 6, 7, -21, 0, -16, -11, 10, -17, -36, -21, 1, -7, 12, 1, -10, 8, 14, 1, -11, -25, 1, -9, -10, 54, 11, 3, -11, -2, 16, 22, -1, -18, 14, -8, -3, -11, 4, -11, -27, 14, -14, 4, 9, -5, 7, 4, -19, -24, -5, -17, -10, 28, -1, -14, -25, -4, 17, 14, 12, 12, -14, -12, 12, 15, -25}

#define TENSOR_DENSE_KERNEL_0_DEC_BITS {8}

#define TENSOR_DENSE_BIAS_0 {19, -29, -30, 28, -15, -17, 6, 6, 8, 35, 4, -17, 12, -28, -17, 12, -13, 18, -22, -3, 17, 24, -6, -11, -22, -5, -11, 17, 29, -18, 24, 48, -24, -12, -91, -28, 31, -70, 8, 34, -10, -13, 39, -2, 22, 41, -15, 38, 22, -35, 31, 7, -11, 58, 17, -14, 32, 45, -12, -20, 32, -14, -12, -12, -3, -27, 27, 0, -17, -1, -14, 35, 32, -25, -19, 15, -24, -46, 62, -18, -23, -20, 46, 19, -2, -22, -17, 40, -1, 35, 31, 34, 62, -86, -4, -14}

#define TENSOR_DENSE_BIAS_0_DEC_BITS {11}

#define DENSE_BIAS_LSHIFT {1}

#define DENSE_OUTPUT_RSHIFT {9}

#define TENSOR_DENSE_1_KERNEL_0 {-55, 67, 47, -19, 50, 47, 15, -41, 28, 35, 13, -67, -11, -4, -54, 6, 14, -13, 10, 65, -59, 10, -59, -54, -19, -35, -3, 16, 37, -71, 46, -25, 42, -62, -67, -28, 17, 26, -57, 48, -16, -28, 62, 32, 48, -15, 54, -21, -35, 14, -22, -9, 45, 15, 32, -52, 52, 22, -54, -4, -3, 15, -58, -1, 55, -54, 58, -89, -27, -39, -63, -69, -40, 31, -2, -61, 41, 52, -53, 10, -10, 57, 12, -46, 43, -15, 43, -17, -68, -34, 22, -89, -25, 18, 2, -40, -61, -53, -18, 51, -55, -7, 8, -16, -43, -66, 80, 25, 43, 24, 23, -49, 44, 1, 7, 56, -27, 60, 31, -84, -44, 21, -38, -48, -29, -40, 53, 57, 11, -85, -40, -37, -40, -65, 16, -3, 33, 34, -21, 61, 29, 56, -50, 2, 28, 29, 6, 15, 10, -23, 10, 8, -3, -44, 8, -16, 8, -22, -44, 45, 30, 47, 51, 46, 39, 22, -9, 44, -11, 37, 67, 37, -21, 11, 8, -61, -58, 25, -29, -36, 41, 61, 15, -10, -36, -68, -23, -5, -11, 51, -77, 16, -65, -51, -49, 52, 41, 37, 5, 43, 29, 52, -14, 47, 59, -4, -23, 25, 50, 9, -31, 42, -70, -65, 47, -46, -57, 14, -22, 11, -78, 16, -22, -58, 42, 54, 58, 56, 26, -73, 11, -49, -35, 24, 26, -13, 19, 7, 51, 18, -1, -43, -39, 38, 20, 34, -63, -73, -18, 44, 25, 44, 34, 11, -54, -47, 57, -15, 22, 47, 43, 42, -71, -75, -40, 28, -44, -41, -24, -26, 47, -13, 5, -7, 45, -81, 10, -46, 57, -18, -37, 50, 58, 20, -23, -11, 44, 23, -82, -44, 16, 16, -90, 24, -66, -36, 58, 43, 38, -49, -49, 54, 43, -18, 46, -14, -59, 46, -20, 43, 66, 6, -40, -31, 36, 17, 52, -20, -70, -61, -29, -60, -38, 21, 58, 44, 0, -26, -21, -45, 24, -58, -43, 25, -65, -21, -55, -65, -14, -24, 23, -49, -11, -27, 60, -86, -72, -2, 0, -19, -86, 45, 22, -32, 58, 35, 41, 13, -62, -17, 43, 17, 7, -51, -39, -44, -9, 49, -89, 53, 17, 44, 17, 42, 25, -62, 7, 45, -13, 28, -31, -49, 51, 49, 46, -21, 47, -12, 33, 60, 56, 35, -62, -38, -77, 17, -52, 18, 45, -95, 39, -35, -88, 53, 55, -61, 1, 36, 22, 15, 69, -50, 41, -92, -13, 32, -76, 14, -25, 46, -38, 13, -47, 29, -15, -38, 33, 30, 29, -43, 0, -51, 47, -30, -4, -17, 13, 60, -12, -29, 12, 10, 38, -10, 54, -10, -27, -17, -3, -40, -46, 67, -28, 2, 57, 50, -68, -32, 42, 8, 40, 50, -42, 23, -11, -63, -83, 42, 48, -37, -19, 40, 2, 12, 45, -48, 51, -14, -92, 3, 42, 26, 16, -60, -83, 31, -11, -47, -57, 32, -72, -54, -22, 31, -10, -18, -6, -30, 36, -65, -63, 21, -24, -1, 55, 16, -10, -81, 30, 29, -27, -47, 17, 42, 2, 24, 41, 14, -16, 48, 11, 34, -45, 19, 58, 46, -39, -44, -70, -63, 71, -3, -87, 37, 55, -49, -24, 42, -86, -3, -29, -25, 31, 28, -64, 52, -44, -44, -35, -63, -72, -63, -26, 3, 40, 8, -47, 13, -46, 66, 45, 42, -57, -28, -63, 37, 41, -28, -17, -39, -45, -63, -38, 37, -81, 1, -50, -9, 55, 47, -104, 11, 4, -75, -42, 38, -52, 43, -1, 50, -61, 43, 20, 47, -46, -32, -6, -40, 64, -49, -32, 32, -17, -34, 36, -83, -57, -14, -42, -46, -44, -24, -15, -50, -17, 37, -33, -89, -72, -17, -51, 27, 17, -45, -9, -45, 49, 30, -11, -45, -57, 47, 7, -46, 75, 35, 57, 7, -48, -59, -4, 41, 37, -29, 59, -79, 51, -27, -56, -36, 37, 16, 29, -41, -4, 21, -18, 16, 11, -67, 2, -22, 28, 33, -1, 35, -6, -61, -44, 16, -21, 31, 40, 23, 33, -63, 7, -30, 9, 51, 35, 40, -36, -20, -59, -37, -76, -45, 41, 35, -29, -45, -61, 31, -69, -25, 47, -18, -43, 23, 3, 18, -14, 11, 53, -31, 23, -81, 37, -20, -50, 22, -15, -31, -44, 25, 45, -42, 34, -88, 29, 3, -5, -24, -27, -40, 0, 33, -10, -51, -17, 41, 55, -83, 37, -17, 34, -37, 52, -52, -11, 41, -33, -28, 32, -46, 19, 53, 59, -79, 12, 5, 28, 29, -66, 43, -34, 26, -3, -23, -25, -65, -14, -13, 3, 14, -46, 71, -42, 1, -47, 30, -36, 16, 21, 51, 39, 24, -16, -29, -48, -3, 25, 38, -44, -71, 7, -30, -23, 55, 54, -56, 16, 4, -33, 20, -37, 13, -44, 24, 29, 27, -1, -76, 13, -15, -25, -35, -38, 56, -4, 25, 38, 27, 34, 14, -5, 18, -19, -85, -69, 22, 24, 11, 31, 17, -48, -32, -65, 46, -11, -36, 15, -31, -37, -19, -17, 6, 46, 43, 55, -42, -58, 59, -24, 33, 51, 27, 28, -41, 36, 33, 24, -58, -8, 55, -13, 28, -2, 52, 31, -33, -10, -40, -56, 3, -30, -8, -10, 9, -70, 16, 38, -50, 34, -73, 37, -34, 39, 70, -40, -10, -22, -46, -43, 4, -53, 41, 48, -34, 14, -47, 56, 25, 12, -14, 37, -12, 5, -56, 39, 8, -10, -48, 40, 9, 39, -53, 48, 60, -48, 37, -18, 29, 20, 43, -43, -9, 3, -53, -26, 8, 51, -21, -20, 51, -5, 67, 1, 43, -36, -23, 2, -49, 53, -45, -39, 41, 47, -28, 20, 3, 16, 45, -31, -13, -71, 17, -76, -14, -31, 48, -22, -19, -5, -32, -26, 38, -53, -28}

#define TENSOR_DENSE_1_KERNEL_0_DEC_BITS {8}

#define TENSOR_DENSE_1_BIAS_0 {-27, 45, -79, 21, 36, -19, 9, -24, 46, -42}

#define TENSOR_DENSE_1_BIAS_0_DEC_BITS {11}

#define DENSE_1_BIAS_LSHIFT {0}

#define DENSE_1_OUTPUT_RSHIFT {9}


/* output q format for each layer */
#define INPUT_1_OUTPUT_DEC 7
#define INPUT_1_OUTPUT_OFFSET 17
#define CONV2D_OUTPUT_DEC 6
#define CONV2D_OUTPUT_OFFSET 3
#define RE_LU_OUTPUT_DEC 6
#define RE_LU_OUTPUT_OFFSET 0
#define MAX_POOLING2D_OUTPUT_DEC 6
#define MAX_POOLING2D_OUTPUT_OFFSET 0
#define CONV2D_1_OUTPUT_DEC 5
#define CONV2D_1_OUTPUT_OFFSET -1
#define RE_LU_1_OUTPUT_DEC 5
#define RE_LU_1_OUTPUT_OFFSET 0
#define MAX_POOLING2D_1_OUTPUT_DEC 5
#define MAX_POOLING2D_1_OUTPUT_OFFSET 0
#define CONV2D_2_OUTPUT_DEC 4
#define CONV2D_2_OUTPUT_OFFSET -4
#define RE_LU_2_OUTPUT_DEC 4
#define RE_LU_2_OUTPUT_OFFSET 0
#define DROPOUT_OUTPUT_DEC 4
#define DROPOUT_OUTPUT_OFFSET 0
#define MAX_POOLING2D_2_OUTPUT_DEC 4
#define MAX_POOLING2D_2_OUTPUT_OFFSET 0
#define FLATTEN_OUTPUT_DEC 4
#define FLATTEN_OUTPUT_OFFSET 0
#define DENSE_OUTPUT_DEC 3
#define DENSE_OUTPUT_OFFSET -7
#define DROPOUT_1_OUTPUT_DEC 3
#define DROPOUT_1_OUTPUT_OFFSET 0
#define RE_LU_3_OUTPUT_DEC 3
#define RE_LU_3_OUTPUT_OFFSET 0
#define DENSE_1_OUTPUT_DEC 2
#define DENSE_1_OUTPUT_OFFSET -4
#define SOFTMAX_OUTPUT_DEC 7
#define SOFTMAX_OUTPUT_OFFSET 13

/* bias shift and output shift for none-weighted layer */

/* tensors and configurations for each layer */
static int8_t nnom_input_data[784] = {0};

const nnom_shape_data_t tensor_input_1_0_dim[] = {28, 28, 1};
const nnom_qformat_param_t tensor_input_1_0_dec[] = {7};
const nnom_qformat_param_t tensor_input_1_0_offset[] = {0};
const nnom_tensor_t tensor_input_1_0 = {
    .p_data = (void*)nnom_input_data,
    .dim = (nnom_shape_data_t*)tensor_input_1_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_input_1_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_input_1_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 3,
    .bitwidth = 8
};

const nnom_io_config_t input_1_config = {
    .super = {.name = "input_1"},
    .tensor = (nnom_tensor_t*)&tensor_input_1_0
};
const int8_t tensor_conv2d_kernel_0_data[] = TENSOR_CONV2D_KERNEL_0;

const nnom_shape_data_t tensor_conv2d_kernel_0_dim[] = {3, 3, 1, 12};
const nnom_qformat_param_t tensor_conv2d_kernel_0_dec[] = TENSOR_CONV2D_KERNEL_0_DEC_BITS;
const nnom_qformat_param_t tensor_conv2d_kernel_0_offset[] = {0};
const nnom_tensor_t tensor_conv2d_kernel_0 = {
    .p_data = (void*)tensor_conv2d_kernel_0_data,
    .dim = (nnom_shape_data_t*)tensor_conv2d_kernel_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_conv2d_kernel_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_conv2d_kernel_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 4,
    .bitwidth = 8
};
const int8_t tensor_conv2d_bias_0_data[] = TENSOR_CONV2D_BIAS_0;

const nnom_shape_data_t tensor_conv2d_bias_0_dim[] = {12};
const nnom_qformat_param_t tensor_conv2d_bias_0_dec[] = TENSOR_CONV2D_BIAS_0_DEC_BITS;
const nnom_qformat_param_t tensor_conv2d_bias_0_offset[] = {0};
const nnom_tensor_t tensor_conv2d_bias_0 = {
    .p_data = (void*)tensor_conv2d_bias_0_data,
    .dim = (nnom_shape_data_t*)tensor_conv2d_bias_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_conv2d_bias_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_conv2d_bias_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 1,
    .bitwidth = 8
};

const nnom_qformat_param_t conv2d_output_shift[] = CONV2D_OUTPUT_RSHIFT;
const nnom_qformat_param_t conv2d_bias_shift[] = CONV2D_BIAS_LSHIFT;
const nnom_conv2d_config_t conv2d_config = {
    .super = {.name = "conv2d"},
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .weight = (nnom_tensor_t*)&tensor_conv2d_kernel_0,
    .bias = (nnom_tensor_t*)&tensor_conv2d_bias_0,
    .output_shift = (nnom_qformat_param_t *)&conv2d_output_shift, 
    .bias_shift = (nnom_qformat_param_t *)&conv2d_bias_shift, 
    .filter_size = 12,
    .kernel_size = {3, 3},
    .stride_size = {1, 1},
    .padding_size = {0, 0},
    .dilation_size = {1, 1},
    .padding_type = PADDING_SAME
};

const nnom_pool_config_t max_pooling2d_config = {
    .super = {.name = "max_pooling2d"},
    .padding_type = PADDING_SAME,
    .output_shift = 0,
    .kernel_size = {2, 2},
    .stride_size = {2, 2},
    .num_dim = 2
};
const int8_t tensor_conv2d_1_kernel_0_data[] = TENSOR_CONV2D_1_KERNEL_0;

const nnom_shape_data_t tensor_conv2d_1_kernel_0_dim[] = {3, 3, 12, 24};
const nnom_qformat_param_t tensor_conv2d_1_kernel_0_dec[] = TENSOR_CONV2D_1_KERNEL_0_DEC_BITS;
const nnom_qformat_param_t tensor_conv2d_1_kernel_0_offset[] = {0};
const nnom_tensor_t tensor_conv2d_1_kernel_0 = {
    .p_data = (void*)tensor_conv2d_1_kernel_0_data,
    .dim = (nnom_shape_data_t*)tensor_conv2d_1_kernel_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_conv2d_1_kernel_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_conv2d_1_kernel_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 4,
    .bitwidth = 8
};
const int8_t tensor_conv2d_1_bias_0_data[] = TENSOR_CONV2D_1_BIAS_0;

const nnom_shape_data_t tensor_conv2d_1_bias_0_dim[] = {24};
const nnom_qformat_param_t tensor_conv2d_1_bias_0_dec[] = TENSOR_CONV2D_1_BIAS_0_DEC_BITS;
const nnom_qformat_param_t tensor_conv2d_1_bias_0_offset[] = {0};
const nnom_tensor_t tensor_conv2d_1_bias_0 = {
    .p_data = (void*)tensor_conv2d_1_bias_0_data,
    .dim = (nnom_shape_data_t*)tensor_conv2d_1_bias_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_conv2d_1_bias_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_conv2d_1_bias_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 1,
    .bitwidth = 8
};

const nnom_qformat_param_t conv2d_1_output_shift[] = CONV2D_1_OUTPUT_RSHIFT;
const nnom_qformat_param_t conv2d_1_bias_shift[] = CONV2D_1_BIAS_LSHIFT;
const nnom_conv2d_config_t conv2d_1_config = {
    .super = {.name = "conv2d_1"},
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .weight = (nnom_tensor_t*)&tensor_conv2d_1_kernel_0,
    .bias = (nnom_tensor_t*)&tensor_conv2d_1_bias_0,
    .output_shift = (nnom_qformat_param_t *)&conv2d_1_output_shift, 
    .bias_shift = (nnom_qformat_param_t *)&conv2d_1_bias_shift, 
    .filter_size = 24,
    .kernel_size = {3, 3},
    .stride_size = {1, 1},
    .padding_size = {0, 0},
    .dilation_size = {1, 1},
    .padding_type = PADDING_SAME
};

const nnom_pool_config_t max_pooling2d_1_config = {
    .super = {.name = "max_pooling2d_1"},
    .padding_type = PADDING_SAME,
    .output_shift = 0,
    .kernel_size = {2, 2},
    .stride_size = {2, 2},
    .num_dim = 2
};
const int8_t tensor_conv2d_2_kernel_0_data[] = TENSOR_CONV2D_2_KERNEL_0;

const nnom_shape_data_t tensor_conv2d_2_kernel_0_dim[] = {3, 3, 24, 48};
const nnom_qformat_param_t tensor_conv2d_2_kernel_0_dec[] = TENSOR_CONV2D_2_KERNEL_0_DEC_BITS;
const nnom_qformat_param_t tensor_conv2d_2_kernel_0_offset[] = {0};
const nnom_tensor_t tensor_conv2d_2_kernel_0 = {
    .p_data = (void*)tensor_conv2d_2_kernel_0_data,
    .dim = (nnom_shape_data_t*)tensor_conv2d_2_kernel_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_conv2d_2_kernel_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_conv2d_2_kernel_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 4,
    .bitwidth = 8
};
const int8_t tensor_conv2d_2_bias_0_data[] = TENSOR_CONV2D_2_BIAS_0;

const nnom_shape_data_t tensor_conv2d_2_bias_0_dim[] = {48};
const nnom_qformat_param_t tensor_conv2d_2_bias_0_dec[] = TENSOR_CONV2D_2_BIAS_0_DEC_BITS;
const nnom_qformat_param_t tensor_conv2d_2_bias_0_offset[] = {0};
const nnom_tensor_t tensor_conv2d_2_bias_0 = {
    .p_data = (void*)tensor_conv2d_2_bias_0_data,
    .dim = (nnom_shape_data_t*)tensor_conv2d_2_bias_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_conv2d_2_bias_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_conv2d_2_bias_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 1,
    .bitwidth = 8
};

const nnom_qformat_param_t conv2d_2_output_shift[] = CONV2D_2_OUTPUT_RSHIFT;
const nnom_qformat_param_t conv2d_2_bias_shift[] = CONV2D_2_BIAS_LSHIFT;
const nnom_conv2d_config_t conv2d_2_config = {
    .super = {.name = "conv2d_2"},
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .weight = (nnom_tensor_t*)&tensor_conv2d_2_kernel_0,
    .bias = (nnom_tensor_t*)&tensor_conv2d_2_bias_0,
    .output_shift = (nnom_qformat_param_t *)&conv2d_2_output_shift, 
    .bias_shift = (nnom_qformat_param_t *)&conv2d_2_bias_shift, 
    .filter_size = 48,
    .kernel_size = {3, 3},
    .stride_size = {1, 1},
    .padding_size = {0, 0},
    .dilation_size = {1, 1},
    .padding_type = PADDING_SAME
};

const nnom_pool_config_t max_pooling2d_2_config = {
    .super = {.name = "max_pooling2d_2"},
    .padding_type = PADDING_SAME,
    .output_shift = 0,
    .kernel_size = {2, 2},
    .stride_size = {2, 2},
    .num_dim = 2
};

const nnom_flatten_config_t flatten_config = {
    .super = {.name = "flatten"}
};
const int8_t tensor_dense_kernel_0_data[] = TENSOR_DENSE_KERNEL_0;

const nnom_shape_data_t tensor_dense_kernel_0_dim[] = {768, 96};
const nnom_qformat_param_t tensor_dense_kernel_0_dec[] = TENSOR_DENSE_KERNEL_0_DEC_BITS;
const nnom_qformat_param_t tensor_dense_kernel_0_offset[] = {0};
const nnom_tensor_t tensor_dense_kernel_0 = {
    .p_data = (void*)tensor_dense_kernel_0_data,
    .dim = (nnom_shape_data_t*)tensor_dense_kernel_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_dense_kernel_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_dense_kernel_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 2,
    .bitwidth = 8
};
const int8_t tensor_dense_bias_0_data[] = TENSOR_DENSE_BIAS_0;

const nnom_shape_data_t tensor_dense_bias_0_dim[] = {96};
const nnom_qformat_param_t tensor_dense_bias_0_dec[] = TENSOR_DENSE_BIAS_0_DEC_BITS;
const nnom_qformat_param_t tensor_dense_bias_0_offset[] = {0};
const nnom_tensor_t tensor_dense_bias_0 = {
    .p_data = (void*)tensor_dense_bias_0_data,
    .dim = (nnom_shape_data_t*)tensor_dense_bias_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_dense_bias_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_dense_bias_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 1,
    .bitwidth = 8
};

const nnom_qformat_param_t dense_output_shift[] = DENSE_OUTPUT_RSHIFT;
const nnom_qformat_param_t dense_bias_shift[] = DENSE_BIAS_LSHIFT;
const nnom_dense_config_t dense_config = {
    .super = {.name = "dense"},
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .weight = (nnom_tensor_t*)&tensor_dense_kernel_0,
    .bias = (nnom_tensor_t*)&tensor_dense_bias_0,
    .output_shift = (nnom_qformat_param_t *)&dense_output_shift,
    .bias_shift = (nnom_qformat_param_t *)&dense_bias_shift
};
const int8_t tensor_dense_1_kernel_0_data[] = TENSOR_DENSE_1_KERNEL_0;

const nnom_shape_data_t tensor_dense_1_kernel_0_dim[] = {96, 10};
const nnom_qformat_param_t tensor_dense_1_kernel_0_dec[] = TENSOR_DENSE_1_KERNEL_0_DEC_BITS;
const nnom_qformat_param_t tensor_dense_1_kernel_0_offset[] = {0};
const nnom_tensor_t tensor_dense_1_kernel_0 = {
    .p_data = (void*)tensor_dense_1_kernel_0_data,
    .dim = (nnom_shape_data_t*)tensor_dense_1_kernel_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_dense_1_kernel_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_dense_1_kernel_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 2,
    .bitwidth = 8
};
const int8_t tensor_dense_1_bias_0_data[] = TENSOR_DENSE_1_BIAS_0;

const nnom_shape_data_t tensor_dense_1_bias_0_dim[] = {10};
const nnom_qformat_param_t tensor_dense_1_bias_0_dec[] = TENSOR_DENSE_1_BIAS_0_DEC_BITS;
const nnom_qformat_param_t tensor_dense_1_bias_0_offset[] = {0};
const nnom_tensor_t tensor_dense_1_bias_0 = {
    .p_data = (void*)tensor_dense_1_bias_0_data,
    .dim = (nnom_shape_data_t*)tensor_dense_1_bias_0_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_dense_1_bias_0_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_dense_1_bias_0_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 1,
    .bitwidth = 8
};

const nnom_qformat_param_t dense_1_output_shift[] = DENSE_1_OUTPUT_RSHIFT;
const nnom_qformat_param_t dense_1_bias_shift[] = DENSE_1_BIAS_LSHIFT;
const nnom_dense_config_t dense_1_config = {
    .super = {.name = "dense_1"},
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .weight = (nnom_tensor_t*)&tensor_dense_1_kernel_0,
    .bias = (nnom_tensor_t*)&tensor_dense_1_bias_0,
    .output_shift = (nnom_qformat_param_t *)&dense_1_output_shift,
    .bias_shift = (nnom_qformat_param_t *)&dense_1_bias_shift
};

const nnom_softmax_config_t softmax_config = {
    .super = {.name = "softmax"}
};
static int8_t nnom_output_data[10] = {0};

const nnom_shape_data_t tensor_output_dim[] = {10};
const nnom_qformat_param_t tensor_output_dec[] = {SOFTMAX_OUTPUT_DEC};
const nnom_qformat_param_t tensor_output_offset[] = {0};
const nnom_tensor_t tensor_output = {
    .p_data = (void*)nnom_output_data,
    .dim = (nnom_shape_data_t*)tensor_output_dim,
    .q_dec = (nnom_qformat_param_t*)tensor_output_dec,
    .q_offset = (nnom_qformat_param_t*)tensor_output_offset,
    .qtype = NNOM_QTYPE_PER_TENSOR,
    .num_dim = 1,
    .bitwidth = 8
};

const nnom_io_config_t output_config = {
    .super = {.name = "output"},
    .tensor = (nnom_tensor_t*)&tensor_output
};
/* model version */
#define NNOM_MODEL_VERSION (10000*0 + 100*4 + 0)

/* nnom model */
static nnom_model_t* nnom_model_create(void)
{
	static nnom_model_t model;
	nnom_layer_t* layer[16];

	check_model_version(NNOM_MODEL_VERSION);
	new_model(&model);

	layer[0] = input_s(&input_1_config);
	layer[1] = model.hook(conv2d_s(&conv2d_config), layer[0]);
	layer[2] = model.active(act_relu(), layer[1]);
	layer[3] = model.hook(maxpool_s(&max_pooling2d_config), layer[2]);
	layer[4] = model.hook(conv2d_s(&conv2d_1_config), layer[3]);
	layer[5] = model.active(act_relu(), layer[4]);
	layer[6] = model.hook(maxpool_s(&max_pooling2d_1_config), layer[5]);
	layer[7] = model.hook(conv2d_s(&conv2d_2_config), layer[6]);
	layer[8] = model.active(act_relu(), layer[7]);
	layer[9] = model.hook(maxpool_s(&max_pooling2d_2_config), layer[8]);
	layer[10] = model.hook(flatten_s(&flatten_config), layer[9]);
	layer[11] = model.hook(dense_s(&dense_config), layer[10]);
	layer[12] = model.active(act_relu(), layer[11]);
	layer[13] = model.hook(dense_s(&dense_1_config), layer[12]);
	layer[14] = model.hook(softmax_s(&softmax_config), layer[13]);
	layer[15] = model.hook(output_s(&output_config), layer[14]);
	model_compile(&model, layer[0], layer[15]);
	return &model;
}
